Matrix spillover detection represents a critical aspect in maintaining the integrity of large language models (LLMs). Recent advancements in artificial intelligence have paved the way for effectively detecting matrix spillover, a phenomenon where information from one different matrices of a model transfers. AI-driven algorithms leverage advanced ca